![](/images/graphics-bg.png)
On Less Conservative Stability Criteria for Neural Networks with Time-Varying Delays Utilizing Wirtinger-Based Integral Inequality
Joint Authors
Park, M. J.
Cha, E. J.
Kwon, O. M.
Park, Juhyun
Lee, S. M.
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-06-24
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
This paper investigates the problem of stability analysis for neural networks with time-varying delays.
By utilizing the Wirtinger-based integral inequality and constructing a suitable augmented Lyapunov-Krasovskii functional, two less conservative delay-dependent criteria to guarantee the asymptotic stability of the concerned networks are derived in terms of linear matrix inequalities (LMIs).
Three numerical examples are included to explain the superiority of the proposed methods by comparing maximum delay bounds with the recent results published in other literature.
American Psychological Association (APA)
Kwon, O. M.& Park, M. J.& Park, Juhyun& Lee, S. M.& Cha, E. J.. 2014. On Less Conservative Stability Criteria for Neural Networks with Time-Varying Delays Utilizing Wirtinger-Based Integral Inequality. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-504028
Modern Language Association (MLA)
Kwon, O. M.…[et al.]. On Less Conservative Stability Criteria for Neural Networks with Time-Varying Delays Utilizing Wirtinger-Based Integral Inequality. Mathematical Problems in Engineering No. 2014 (2014), pp.1-13.
https://search.emarefa.net/detail/BIM-504028
American Medical Association (AMA)
Kwon, O. M.& Park, M. J.& Park, Juhyun& Lee, S. M.& Cha, E. J.. On Less Conservative Stability Criteria for Neural Networks with Time-Varying Delays Utilizing Wirtinger-Based Integral Inequality. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-504028
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-504028